Pieter Abbeel is affiliated with the University of California, Berkeley in the United States. Their research primarily focuses on computer science, with extensive contributions to subfields including artificial intelligence, computer vision and pattern recognition, control and systems engineering, biomedical engineering, and electrical and electronic engineering.
Their work spans multiple main topics such as reinforcement learning in robotics, multimodal machine learning applications, domain adaptation and few-shot learning, robot manipulation and learning, human pose and action recognition, topic modeling, and adversarial robustness in machine learning.
Abbeel has authored numerous papers, including recent publications such as:
Frequent coauthors collaborating with Abbeel include:
The primary venues for Abbeel's publications are:
Abbeel has contributed to book publications, including one with Springer International Publishing titled "Algorithmic Foundations of Robotics XII," released in 2020.
The scientist has received several awards, such as being named an IEEE Fellow in 2018 for contributions to apprenticeship and reinforcement learning for robotics and autonomous systems. They were also recognized as a Hellman Fellow in 2011 and as a Fellow of the Alfred P. Sloan Foundation in 2011.
Chelsea Finn;Pieter Abbeel;Sergey Levine
Jonathan Ho;Ajay Jain;Pieter Abbeel
John Schulman;Sergey Levine;Pieter Abbeel;Michael Jordan
Tuomas Haarnoja;Aurick Zhou;Pieter Abbeel;Sergey Levine
Xi Chen;Yan Duan;Rein Houthooft;John Schulman
Pieter Abbeel;Andrew Y. Ng
Sergey Levine;Chelsea Finn;Trevor Darrell;Pieter Abbeel
Josh Tobin;Rachel Fong;Alex Ray;Jonas Schneider
John Schulman;Sergey Levine;Philipp Moritz;Michael I. Jordan
John Schulman;Philipp Moritz;Sergey Levine;Michael Jordan
Tuomas Haarnoja;Aurick Zhou;Kristian Hartikainen;George Tucker
Xue Bin Peng;Marcin Andrychowicz;Wojciech Zaremba;Pieter Abbeel
Yan Duan;Xi Chen;Rein Houthooft;John Schulman
Ryan Lowe;Yi Wu;Aviv Tamar;Jean Harb
Aravind Srinivas;Tsung-Yi Lin;Niki Parmar;Jonathon Shlens
Ben Kehoe;Sachin Patil;Pieter Abbeel;Ken Goldberg
Nikhil Mishra;Mostafa Rohaninejad;Xi Chen;Pieter Abbeel
Tuomas Haarnoja;Haoran Tang;Pieter Abbeel;Sergey Levine
Xue Bin Peng;Pieter Abbeel;Sergey Levine;Michiel van de Panne
Pieter Abbeel;Adam Coates;Morgan Quigley;Andrew Y. Ng
Chelsea Finn;Sergey Levine;Pieter Abbeel
Yan Duan;John Schulman;Xi Chen;Peter L. Bartlett
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